Geekbench ML Score

1013
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date March 28 2024 04:12 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S918B
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.36 GHz
Memory Information
Size 10.77 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 529
99.0 IPS
 
Image Classification (F16)
100% 496
92.9 IPS
 
Image Classification (I8)
97% 904
169.1 IPS
 
Image Segmentation (F32)
100% 644
10.8 IPS
 
Image Segmentation (F16)
100% 644
10.7 IPS
 
Image Segmentation (I8)
98% 766
12.8 IPS
 
Pose Estimation (F32)
100% 1142
1.38 IPS
 
Pose Estimation (F16)
100% 1087
1.32 IPS
 
Pose Estimation (I8)
100% 4817
5.83 IPS
 
Object Detection (F32)
100% 540
40.3 IPS
 
Object Detection (F16)
100% 534
39.9 IPS
 
Object Detection (I8)
61% 1141
85.2 IPS
 
Face Detection (F32)
100% 1099
13.1 IPS
 
Face Detection (F16)
100% 1134
13.5 IPS
 
Face Detection (I8)
86% 1941
23.1 IPS
 
Depth Estimation (F32)
100% 1045
8.11 IPS
 
Depth Estimation (F16)
100% 1079
8.37 IPS
 
Depth Estimation (I8)
95% 2017
15.6 IPS
 
Style Transfer (F32)
100% 1746
2.30 IPS
 
Style Transfer (F16)
100% 1938
2.55 IPS
 
Style Transfer (I8)
98% 4344
5.71 IPS
 
Image Super-Resolution (F32)
100% 713
25.5 IPS
 
Image Super-Resolution (F16)
100% 699
25.0 IPS
 
Image Super-Resolution (I8)
98% 1987
71.0 IPS
 
Text Classification (F32)
100% 606
871.0 IPS
 
Text Classification (F16)
100% 642
922.4 IPS
 
Text Classification (I8)
92% 465
668.6 IPS
 
Machine Translation (F32)
100% 1128
20.8 IPS
 
Machine Translation (F16)
100% 1209
22.2 IPS
 
Machine Translation (I8)
64% 504
9.28 IPS
 

Compare

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